Pradeep Reddy

Hi, I'm Pradeep

Founder & CTO | AI Solution Architect, RAYFINITE LLC

Building AI-native systems
with 18+ years of enterprise depth.

I architect and ship production-grade AI platforms — multi-agent orchestration, retrieval-augmented generation, and cloud-native engineering — grounded in nearly two decades building and securing systems that real organizations depend on.

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18+
years in enterprise & AI engineering
3
tiered AI agent system, self-designed
7+
production-grade AI systems architected

About

Enterprise depth, applied to the AI frontier.

I'm an AI Solution Architect and Senior Software Engineer with 18+ years architecting, building, and securing enterprise systems — now applying that depth to the design of production-grade AI platforms and to AI-native software engineering methodology itself.

I designed and operate a tiered, multi-agent AI engineering system — Opus, Sonnet, and Haiku models routed by task, role-specialized agents, and human-gated deploys — and use it to architect and build the RAYFINITE portfolio end to end: from FactGuard, a multi-surface AI fact-verification platform, to an AGI-native ERP integration framework, evidence-integrity infrastructure, cloud/edge incident-response tooling, and consumer apps spanning wellbeing and personal accountability. Ten ventures, one architecture practice — the detail on each is below.

My practice combines hands-on work across the modern AI stack — the Anthropic Claude API, Apple Foundation Models, Google Vertex AI, MCP servers, RAG, and multi-agent orchestration — with deep cloud (AWS, Firebase/GCP), security (NIST 800-53), and full-stack experience leading a team of three engineers at a U.S. state agency.

Fluent in English, Telugu, and Hindi.

Currently

Founder | CTO | AI Solution Architect
RAYFINITE LLC — Los Angeles, CA

Building AI-native products end-to-end: architecture, engineering, security, and launch — through a proprietary multi-agent engineering platform.

Education

MS, Computer Science
New York Institute of Technology
Specialization: Artificial Intelligence

The Portfolio, in Detail

Ten ventures spanning AI infrastructure, fact-verification, security, and consumer apps — architected, built, and shipped through the same tiered agent system above. Expand any entry for the full picture.

Zenolon AGI-native ERP AI integration framework/platform

Zenolon is RAYFINITE's AGI-native ERP AI integration framework/platform — four core modules (Governance/Identity, HRMS/HCM, Financials, and the Zenolon Engine) that other RAYFINITE products integrate with, rather than are owned by. The Zenolon Engine module is a CRDT-based distributed coordination store, letting AI agents on multiple machines share state, tasks, and knowledge without a central server. I architected it as the integration layer underneath FactGuard, Dataveb, AEGIDON, AThEnA, and DiamondHull — designed once, reused across the portfolio.

See project card
RAYFINITE Agentic Framework Multi-agent AI software-engineering platform

The operational backbone behind every product in this portfolio: tiered model routing across Opus, Sonnet, and Haiku; role-specialized executive and engineering agents; fail-closed CI security-review gates verified adversarially with bait pull requests; cross-machine agent federation; and skill supply-chain allowlisting. I designed and packaged it as a versioned, installable plugin, so the same engineering discipline — not just the code — travels with every venture I build.

Visit rayfinite.com See project card
Dataveb No-code web-scraping & automated-reporting SaaS

A self-serve, no-code web-scraper and automated-reporting SaaS built on Python/FastAPI, Next.js, and Playwright. I architected it security-first: a point-and-click selector-builder UI, an SSRF-guarded extraction layer, an idempotent job scheduler, and Stripe billing with signed-webhook verification and per-tenant usage metering.

Visit dataveb.com See project card
DiamondHull Evidence-integrity layer for AI pipelines

DiamondHull is an evidence-integrity layer for AI verification pipelines: provenance-tracked evidence records secured with Ed25519 cryptographic signing, so tampered or poisoned inputs are detected and rejected before they can influence a model's output. I designed it as infrastructure other RAYFINITE products — including FactGuard — can build verification guarantees on top of.

See project card
AEGIDON Cloud/edge hybrid multi-agent IT incident response

A cloud/edge hybrid multi-agent platform for IT incident response, built on FastAPI, WebSockets, PostgreSQL, and Redis. I architected an incident-commander orchestration model that coordinates six specialist agents under a graduated permission system — zero-trust credential handling, blast-radius analysis before any action is taken, and end-to-end audit logging throughout.

See project card
AThEnA AI product in the Zenolon family

AThEnA is a standalone RAYFINITE AI product I'm architecting to integrate with the Zenolon ERP AI integration framework, alongside AEGIDON and DiamondHull. It extends the same multi-agent engineering practice — tiered model routing, role-specialized agents, human-gated deploys — to a dedicated product surface, currently in active architecture and design.

See project card
FactGuard Multi-surface AI fact-verification platform

FactGuard is my flagship product: a multi-surface AI fact-verification platform spanning iOS, web, a public REST API, and an MCP server, deployed on Firebase/GCP. I architected a proprietary multi-step verification engine with multi-provider model routing and a circuit breaker for resilience, plus live Stripe subscription billing — end to end, from evidence grounding to production deploy.

Visit factguard.org See project card
WeatherHappiness iOS wellbeing app

A SwiftUI + HealthKit iOS app that correlates weather patterns with personal health metrics, paired with a companion web experience on Firebase/GCP. I designed and built it end to end as a consumer wellbeing product — the same architecture discipline as the enterprise systems above, applied to a lighter, personal surface.

See project card
Suncalp — HonestResolve Honest personal-resolutions app — brand Suncalp

HonestResolve turns empty resolutions into real accountability across iOS, Android, and web, under the Suncalp brand. I architected a 5-step AI-guided "Honest Interview" that scores commitment authenticity (Bronze/Silver/Gold badges), streak-based check-ins, and social accountability features — a wall, leaderboards, reactions, and direct messaging — with Sign in with Apple and a Firebase-backed architecture.

See project card
LovelyRobo Spatial AI-companion platform

LovelyRobo is a spatial AI-companion platform: photoreal 3D companion robots — each a full task-specialist (career coaching, productivity, and more) that completes real workflows end to end rather than just chatting — with live voice conversation, persistent memory, and warm character. I architected it to be offered both individually and as a bundle.

See project card

Capabilities

An agentic-AI-engineering practice, built on deep systems fundamentals.

The skill set that differentiates my practice: designing and operating multi-agent AI systems — not just calling an API, but architecting how AI agents plan, verify, and ship software safely.

Agentic AI Engineering

  • Multi-Agent Orchestration
  • Tiered Model Routing
  • Role-Specialized Agents
  • Adversarial Verification
  • Parallel Fan-Out + Synthesis
  • Human-Gated Deploys
  • Persistent Cross-Session Memory
  • Skill Supply-Chain Allowlisting

AI Architecture

  • Retrieval-Augmented Generation
  • Multimodal Pipelines
  • On-Device / Edge Inference
  • Hybrid Cloud-Edge AI
  • MCP Servers (author)
  • Safety-by-Design
  • Confidence Scoring
  • Dual-Layer Guardrails

AI Models & Inference

  • Anthropic Claude API
  • Apple Foundation Models
  • OpenAI GPT-4
  • Google Gemini · Gemini Live API
  • Google AI Studio
  • Google Vertex AI
  • Cloudflare Workers AI
  • Groq
  • NotebookLM
  • LLaMA 3 / LLaVA
  • Whisper · Piper
  • llama.cpp · MLC-LLM · Ollama · GGUF Quantization

AI Tooling & Frameworks

  • Model Context Protocol
  • LangChain
  • Tool Use / Function Calling
  • FAISS · pgvector · SQLite-VSS
  • MiniLM Embeddings
  • LoRA Adapters
  • Fine-Tuning Pipelines
  • Argilla
  • Multi-Provider Routing + Circuit Breaker

Agentic Coding

  • Claude Code
  • Cursor
  • Google Antigravity
  • GitHub Copilot
  • VS Code
  • Pair-Programming with LLMs

Cloud & DevOps

  • AWS (EC2, S3, Lambda, VPC, IAM)
  • Firebase (Functions, Firestore, App Check)
  • Google Cloud Platform
  • Oracle Cloud (proof-of-concept)
  • VMware
  • GoAnywhere MFT
  • Docker · Kubernetes
  • GitHub Actions · CI/CD
  • Infrastructure as Code

Application Stack

  • iOS (Swift 6, SwiftUI, StoreKit 2)
  • React · React Native · Next.js
  • Tauri (Rust)
  • Node.js · TypeScript
  • Python · FastAPI
  • WebSockets
  • WebFlow
  • GovDelivery

Programming Languages

  • JavaScript
  • HTML5
  • CSS
  • C#
  • .NET
  • VB.NET
  • Java

Operating Systems

  • Unix
  • Ubuntu
  • Linux
  • Android OS
  • macOS
  • Windows OS

Data & Storage

  • Firestore
  • PostgreSQL · pgvector
  • SQLite · Redis
  • Microsoft SQL Server
  • MongoDB
  • Oracle 12c · Oracle AI Database
  • DB2
  • Power BI
  • Oracle WebCenter · OBIEE

Security & Compliance

  • NIST 800-53
  • Pre-Deploy Security Audits
  • Secret Manager
  • Firestore Security Rules
  • Zero-Trust Credentials · RBAC
  • Palo Alto · Splunk · Tenable
  • Security Onion · Kali Linux
  • Shodan
  • Oracle Wallet

Architecture & Leadership

  • Solution Architecture
  • Technical Architecture Documents
  • ADRs
  • Cloud-Native Design
  • Microservices
  • Team Supervision & Mentoring
  • SDLC Ownership

Also exploring: Microsoft Azure.

Career

Experience

  1. Founder | CTO | AI Solution Architect

    Jan 2026 – Present

    RAYFINITE LLC · Los Angeles, CA

    Founded a solo venture studio building AI-native products end-to-end — architecture, engineering, security, and launch — operated through a proprietary multi-agent AI engineering platform.

    • Architected a multi-agent AI software-engineering platform with tiered model routing, role-specialized agents, and fail-closed CI security-review gates verified adversarially with bait pull requests.
    • Delivered FactGuard, a multi-surface AI fact-verification platform (iOS, web, public REST API, MCP server) on Firebase/GCP with a proprietary multi-step verification engine and multi-provider model routing.
    • Built a cloud/edge hybrid multi-agent platform for IT incident response, with incident-commander orchestration, zero-trust credential handling, and blast-radius analysis before any automated action.
    • Designed an evidence-integrity layer for AI verification pipelines using Ed25519 cryptographic signing to detect and reject tampered or poisoned inputs.
    • Built a CRDT-based distributed coordination store letting AI agents on multiple machines share state and knowledge without a central server.

  2. IT Technical Specialist Supervisor | Solution Architect

    Jan 2015 – Jun 2026

    Maryland Longitudinal Data System Center · Baltimore, MD

    • Led the agency's digital footprint end to end — solution architecture, development, and operations for a public-facing site serving 100,000+ annual visitors, an intranet portal, and a stack of integrated enterprise applications (GoAnywhere MFT, GovDelivery, Power BI, Oracle WebCenter / OBIEE, WebFlow, Tenable, Palo Alto, and more).
    • Prototyped a Retrieval-Augmented Generation solution on Google Vertex AI, Google AI Studio, and NotebookLM to surface insights from internal agency documents.
    • Evaluated locally-hosted open-source LLMs via Ollama and LLaMA 3, integrated through LangChain and MCP servers, for secure on-premise AI under data-sovereignty constraints.
    • Drove a 2–3x acceleration in team delivery velocity by adopting AI-assisted, agentic coding workflows with Claude Code, Cursor, GitHub Copilot, and VS Code.
    • Migrated the agency's infrastructure to the Tierpoint datacenter — 10 physical servers hosting a VMware-based estate of ~40 virtual servers and 30 desktop VMs — delivering a 50%+ improvement in system performance.
    • Spearheaded AWS cloud adoption and implemented the agency's AWS cloud infrastructure — disaster recovery, application hosting, and off-site storage via EC2, S3, Route 53, Lambda, ELB, VPN, and VPC networking — and evaluated Oracle Cloud through proof-of-concept work.
    • Modernized legacy Oracle WebCenter dashboards onto Microsoft Power BI, improving refresh times and lowering licensing exposure.
    • Strengthened cybersecurity posture with NIST-aligned firewall and detection rules, partnering with the SOC team on Palo Alto Firewalls, Splunk, and Tenable.
    • Supervised and mentored a team of three IT staff and owned the full SDLC.

  3. Senior Software Engineer | Technical Consultant

    Aug 2011 – Jan 2015

    Tejase Technologies Inc. · Des Moines, IA

    • Logitech Inc. (Project Manager) — delivered enterprise architecture and technical consulting across Fortune 500 and public-sector clients, leading initiatives from solution design through production rollout.
    • Catamaran Rx (Senior Application Architect / ECM Consultant) — architected enterprise content-management solutions on Oracle Fusion Middleware, improving document-workflow efficiency for a healthcare benefits leader.
    • Minnesota Housing Finance Agency (Senior Technical Consultant) — drove strategic IT modernization: web application development, integrations, and platform stability.

  4. Software Engineer | Technical Consultant

    Feb 2008 – Aug 2011

    Fusion Global Solutions · Overland Park, KS

Track Record

Organizations I've worked with

Across a decade of enterprise consulting and public-sector solution architecture — from Fortune 500 technology and healthcare organizations to state agencies modernizing critical public infrastructure.

Logos and names are the property of their respective owners; shown to indicate consulting engagement history. Each tile links to the organization's official website (Catamaran Rx links to OptumRx, its successor after a 2015 acquisition).

Selected Work

Projects

Production-grade systems and products I've architected and built at RAYFINITE LLC — spanning ERP AI integration, agentic engineering infrastructure, AI fact-verification, incident response, evidence integrity, and consumer apps.

Zenolon

AGI-native ERP AI integration framework/platform

Four core modules — Governance/Identity, HRMS/HCM, Financials, and the Zenolon Engine — that other RAYFINITE products integrate with, rather than are owned by, as a standalone AI-native ERP integration layer.

  • ERP
  • AGI-Native
  • Governance/Identity
  • HRMS/HCM
  • Financials

RAYFINITE Agentic Framework

Multi-agent AI software-engineering platform

Tiered model routing, role-specialized executive and engineering agents, fail-closed CI security-review gates verified adversarially with bait pull requests, cross-machine agent federation, and skill supply-chain allowlisting — packaged as a versioned, installable plugin.

  • Multi-Agent Orchestration
  • CI Security Gates
  • Plugin Architecture
Visit rayfinite.com

Dataveb

No-code web-scraping & automated-reporting SaaS

Python/FastAPI, Next.js, and Playwright, architected security-first — including an SSRF-guarded extraction layer and per-tenant usage metering.

  • FastAPI
  • Next.js
  • Playwright
  • SSRF-Hardened
Visit dataveb.com

DiamondHull

Evidence-integrity layer for AI pipelines

Provenance-tracked evidence records with Ed25519 cryptographic signing, so tampered or poisoned inputs are detected and rejected before they influence model output.

  • Ed25519
  • Provenance
  • Evidence Integrity

AEGIDON

Cloud/edge hybrid multi-agent IT incident response

Incident-commander orchestration with six specialist agents, a graduated permission model, zero-trust credential handling, blast-radius analysis before any action, and end-to-end audit logging.

  • FastAPI
  • WebSockets
  • PostgreSQL
  • Redis
  • Zero-Trust

AThEnA

AI product in the Zenolon family

A standalone RAYFINITE AI product architected to integrate with the Zenolon ERP AI integration framework, alongside AEGIDON and DiamondHull, extending the same multi-agent engineering practice to a dedicated product surface.

  • Zenolon Integration
  • AI Product

FactGuard

Multi-surface AI fact-verification platform

iOS, web, public REST API, and MCP server on Firebase/GCP — a proprietary multi-step verification engine, multi-provider model routing with a circuit breaker, and live Stripe subscription billing.

  • iOS
  • Web
  • REST API
  • MCP
  • Firebase/GCP
  • Stripe
Visit factguard.org

WeatherHappiness

iOS wellbeing app

SwiftUI + HealthKit app correlating weather patterns with personal health metrics, with a companion web experience — on Firebase/GCP.

  • SwiftUI
  • HealthKit
  • Firebase/GCP

Suncalp — HonestResolve

Honest personal-resolutions app — brand Suncalp

HonestResolve turns commitments into real accountability across iOS, Android, and web — an AI-guided "Honest Interview," streak-based check-ins, and social accountability features like leaderboards and reactions, under the Suncalp brand.

  • iOS
  • Android
  • Web
  • AI-Guided

LovelyRobo

Spatial AI-companion platform

Photoreal 3D companion robots with live voice conversation, persistent memory, and warm character — a spatial AI-companion platform offered individually and as a bundle.

  • 3D
  • Voice AI
  • Spatial Computing
  • Companion AI

Foundations

Education & Professional Development

Education

Master of Science, Computer Science

New York Institute of Technology — Manhattan Campus, NY · Jan 2006 – May 2008

Specialization: Artificial Intelligence, Operating System Security, Compiler Theory, Software Engineering, Computer Graphics.

Bachelor of Technology, Computer Science & Information Technology

Jawaharlal Nehru Technological University (JNTU) — Hyderabad, India · Jun 2001 – May 2005

Coursework: Data Structures, Operating Systems, Database Management, Information Security, Cloud Computing.

Professional Development & Training

  • Anthropic — Multiple AI / LLM courses with completion certificates: prompt engineering, Claude API integration, applied AI workflows.
  • AWS Training & Certification (Instructor-Led) — Architecting on AWS, Developing on AWS, AWS Cloud Practitioner Essentials Day.
  • State of Maryland — Multiple cybersecurity training programs: security awareness, NIST controls, incident response.
  • Self-Directed AI Engineering — Hands-on work with the Anthropic Claude API, Apple Foundation Models, Firebase/GCP, Vertex AI, Google AI Studio, NotebookLM, LangChain, MCP servers, Groq, Google Antigravity, Ollama, LLaMA 3, llama.cpp, and Jupyter Notebooks.

Certifications

  • Microsoft Certified Professional

Let's talk

Open to conversations about AI architecture, engineering leadership, and what's next.

Whether it's a role, a collaboration, or just trading notes on agentic AI systems — I'd love to hear from you.

[email protected] LinkedIn ↗

Los Angeles, CA · Open to hybrid

Résumé: PDF ↓ DOCX ↓

Beyond the Code

Hobbies

  • Filmmaking
  • Watching movies
  • Audiobooks
  • Reading
  • Exploring